Data exchange with datametadata translations

Mauricio A. Hernández, Paolo Papotti, Wang Chiew Tan

Research output: Contribution to journalArticle

25 Scopus citations

Abstract

Data exchange is the process of converting an instance of one schema into an instance of a different schema according to a given specification. Recent data exchange systems have largely dealt with the case where the schemas are given a priori and transformations can only migrate data from the first schema to an instance of the second schema. In particular, the ability to perform data-metadata translations, transformation in which data is converted into metadata or metadata is converted into data, is largely ignored. This paper provides a systematic study of the data exchange problem with data-metadata translation capabilities. We describe the problem, our solution, implementation and experiments. Our solution is a principled and systematic extension of the existing data exchange framework; all the way from the constructs required in the visual interface to specify data-metadata correspondences, which naturally extend the traditional value correspondences, to constructs required for the mapping language to specify data-metadata translations, and algorithms required for generating mappings and queries that perform the exchange.

Original languageEnglish (US)
Pages (from-to)260-273
Number of pages14
JournalProceedings of the VLDB Endowment
Volume1
Issue number1
DOIs
StatePublished - 2008

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Computer Science(all)

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